Thesis Projects Supervised by Selin Coban

Current thesis projects (2)

Completed thesis projects (25)

2025 (2)

  • A Knowledge Reuse Approach for ML Prototypes
    Master
  • Classifying Recommender System Approaches in Software Engineering
    Master

    • 2024 (3)

    • Generation of Experiment Workflow Models from Juypter Notebooks
      Master
    • Improving Visualization and User Interaction in Histree
      Bachelor
    • Quantitative and Qualitative Evaluation of a Jupyter Cell Recommender System
      Bachelor

      • 2023 (11)

      • An Assistive Tool to Convert Jupyter Notebook to Structured Repository
        Master
      • Modelling Software Development Processes of Machine Learning Systems
        Master
      • Tool-Based Discovery of Machine Learning Software Development Processes
        Master
      • A User-Friendly Jupyter Lab Extension for Cell Recommendation
        Bachelor
      • A Knowledge Base for SE4ML
        Bachelor
      • Energy Systems - Use Cases and Digital Twins
        Master
        • Id: 2023-021
        • Student: Narmeen Falak
        • Supervisor: Selin Coban
        • Research project: 
      • Metrics for evaluating Quality of large Scale Forecasts in the Energy Sector
        Master
        • Id: 2023-015
        • Student: Carl Guillaume
        • Supervisor: Selin Coban
      • Experiment History Tracking for Jupyter Notebooks
        Master
      • Censored due to conference double-blind policy
        Bachelor
      • Reuse Concepts for Jupyter Notebooks
        Master
      • A consistent evaluation approach for ML models
        Master

        • 2022 (3)

        • A Catalogue of Antipatterns for Machine Learning Systems
          Master
        • Towards Jupyter Notebook to Structured Code Repository Conversion
          Master
        • A Blueprint for an Industrial Smart Building Platform
          Bachelor

          • 2021 (6)

          • Developing a DSL-based Load Generator for Timeseries Processing Systems
            Bachelor
            • Id: 2021-017
            • Student: David Kierdorf
            • Supervisor: Selin Coban
          • Modelling and Exploration of Event-Driven Architectures
            Bachelor
            • Id: 2021-016
            • Student: Sara Prifti
            • Supervisor: Selin Coban
          • Cloud-Native Benchmarking of Geospatial Time Series Array Storages for System Optimized Efficient Data Retrieval and Extractions
            Master
          • A framework for integration of real-time anomaly detection algorithms in timeseries streaming
            Master
            • Id: 2021-009
            • Student: Chunxia Yang
            • Supervisor: Selin Coban
          • A framework for real time IOT stream processing with a large number of sensor specific data pipelines
            Bachelor
            • Id: 2021-008
            • Student: Phillip Kemper
            • Supervisor: Selin Coban
          • Analyzing Distributed Systems using Tracing and Process Mining
            Master

            • Note: This list may be incomplete as our dataset does not cover the complete history of the research group.